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Ad Hoc networksa statistical perspec...

Chakrabarti, Amlan.

Ad Hoc networksa statistical perspective /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Ad Hoc networksby Jyoti Prakash Singh, Paramartha Dutta, Amlan Chakrabarti.
Reminder of title:	a statistical perspective /
Author:	Singh, Jyoti Prakash.
other author:	Dutta, Paramartha.
Published:	Singapore :Springer Singapore :2018.
Description:	xviii, 128 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
Subject:	Ad hoc networks (Computer networks)
Online resource:	http://dx.doi.org/10.1007/978-981-10-8770-7
ISBN:	9789811087707$q(electronic bk.)

Ad Hoc networksa statistical perspective /
Singh, Jyoti Prakash.

Ad Hoc networksa statistical perspective /[electronic resource] :by Jyoti Prakash Singh, Paramartha Dutta, Amlan Chakrabarti. - Singapore :Springer Singapore :2018. - xviii, 128 p. :ill., digital ;24 cm.

Introduction -- Time series Analysis -- Preliminaries -- Neighbor Counts Modelling -- Link Load Modelling -- Path Length Modelling -- Clustering Modelling -- Delay Modelling and Prediction -- Conclusion and Perspective -- References -- Index.

This book identifies the time-dependent network parameters: neighbour count, link load, path length, cluster count and delay, and presents a first-of-its-kind discussion on temporal parameters in mobile ad hoc networks. Frequent topology changes and multiple link failures occur in mobile ad hoc network due to arbitrary and random movement of nodes. This dynamic environment challenges the delivery of data and makes it essential to find better models for network parameters that are shifting with time. The parameters identified are put into the framework of time series because of their temporal characteristic, and when they are modelled using time series framework they exhibit a sound fit with Autoregressive AR(p) models of order p. The order p is evaluated for each fitted model and found to lie between one and three. The book also analyses the dependence of end-to-end delay of ad hoc network on various external factors such as the number of nodes, routing protocol, mobility models and path length and develops two prediction models. The book will be useful for researchers and professionals alike.

ISBN: 9789811087707$q(electronic bk.)

Standard No.: 10.1007/978-981-10-8770-7doiSubjects--Topical Terms:

309678
Ad hoc networks (Computer networks)

LC Class. No.: TK5105.77 / .S564 2018

Dewey Class. No.: 004.6

Ad Hoc networksa statistical perspective /
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100 1 $a Singh, Jyoti Prakash. $3 809556
245 1 0 $a Ad Hoc networks $h [electronic resource] : $b a statistical perspective / $c by Jyoti Prakash Singh, Paramartha Dutta, Amlan Chakrabarti.
260 $a Singapore : $b Springer Singapore : $b Imprint: Springer, $c 2018.
300 $a xviii, 128 p. : $b ill., digital ; $c 24 cm.
505 0 $a Introduction -- Time series Analysis -- Preliminaries -- Neighbor Counts Modelling -- Link Load Modelling -- Path Length Modelling -- Clustering Modelling -- Delay Modelling and Prediction -- Conclusion and Perspective -- References -- Index.
520 $a This book identifies the time-dependent network parameters: neighbour count, link load, path length, cluster count and delay, and presents a first-of-its-kind discussion on temporal parameters in mobile ad hoc networks. Frequent topology changes and multiple link failures occur in mobile ad hoc network due to arbitrary and random movement of nodes. This dynamic environment challenges the delivery of data and makes it essential to find better models for network parameters that are shifting with time. The parameters identified are put into the framework of time series because of their temporal characteristic, and when they are modelled using time series framework they exhibit a sound fit with Autoregressive AR(p) models of order p. The order p is evaluated for each fitted model and found to lie between one and three. The book also analyses the dependence of end-to-end delay of ad hoc network on various external factors such as the number of nodes, routing protocol, mobility models and path length and develops two prediction models. The book will be useful for researchers and professionals alike.
650 0 $a Ad hoc networks (Computer networks) $3 309678
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650 2 4 $a Computer Communication Networks. $3 218087
650 2 4 $a Mobile Computing. $3 763350
700 1 $a Dutta, Paramartha. $3 736924
700 1 $a Chakrabarti, Amlan. $3 766506
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